Correlation of tumor characteristics derived from DCE-MRI and DW-MRI with histology in murine models of breast cancer

被引:37
|
作者
Barnes, Stephanie L. [1 ,2 ]
Sorace, Anna G. [1 ,2 ]
Loveless, Mary E. [1 ,3 ]
Whisenant, Jennifer G. [1 ,2 ]
Yankeelov, Thomas E. [1 ,2 ,3 ,4 ,5 ]
机构
[1] Vanderbilt Univ, Vanderbilt Inst Imaging Sci, Nashville, TN 37235 USA
[2] Vanderbilt Univ, Dept Radiol & Radiol Sci, Nashville, TN 37235 USA
[3] Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37235 USA
[4] Vanderbilt Univ, Dept Phys & Astron, Nashville, TN 37235 USA
[5] Vanderbilt Univ, Vanderbilt Ingram Canc Ctr, Nashville, TN 37235 USA
基金
美国国家卫生研究院;
关键词
extracellular space; quantitative imaging; extravascular extracellular space; apparent diffusion coefficient; CONTRAST-ENHANCED-MRI; APPARENT DIFFUSION-COEFFICIENT; NEOADJUVANT CHEMOTHERAPY; IN-VIVO; PATHOLOGICAL RESPONSE; AGENT DIFFUSION; WEIGHTED MRI; THERAPY; BEVACIZUMAB; XENOGRAFTS;
D O I
10.1002/nbm.3377
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The purpose of this work was to determine the relationship between the apparent diffusion coefficient (ADC, from diffusion-weighted (DW) MRI), the extravascular, extracellular volume fraction (v(e), from dynamic contrast-enhanced (DCE) MRI), and histological measurement of the extracellular space fraction. Athymic nude mice were injected with either human epidermal growth factor receptor 2 positive (HER2+) BT474 (n = 15) or triple negative MDA-MB-231 (n = 20) breast cancer cells, treated with either Herceptin (n = 8), Abraxane (low dose n = 7, high dose n = 6), or saline (n = 7 for each cell line), and imaged using DW- and DCE-MRI before, during, and after treatment. After the final imaging acquisition, the tissue was resected and evaluated by histological analysis. H & E-stained central slices were scanned using a digital brightfield microscope and evaluated with thresholding techniques to calculate the extracellular space. For both BT474 and MDA-MB-231, the median ADC of the central slice exhibited a significantly positive correlation with the corresponding central slice extracellular space as measured by H & E (p = 0.03, p < 0.01, respectively). Median v(e) calculated from the central slice showed differing results between the two cell lines. For BT474, a significant correlation between v(e) and extracellular space was calculated (p = 0.02), while MDA-MB-231 tumors did not demonstrate a significant correlation (p = 0.64). Additionally, there was no correlation discovered between ADC and v(e) with either whole tumor analysis or central slice analysis (p > 0.05). While ADC correlates well with the histologically determined fraction of extracellular space, these data add to the growing body of literature that suggests that v(e) derived from DCE-MRI is not a reliable biomarker of extracellular space for a range of physiological conditions. Copyright (C) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:1345 / 1356
页数:12
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